Publications

82 entries « 1 of 9 »

2025

1.
Estimating optimal crop-load for individual branches in apple tree canopies using YOLOv8

Dawood Ahmed; Ranjan Sapkota; Martin Churuvija; Manoj Karkee

Estimating optimal crop-load for individual branches in apple tree canopies using YOLOv8 Journal Article

In: Computers and Electronics in Agriculture, vol. 229, pp. 109697, 2025, ISSN: 0168-1699.

Abstract | Links | BibTeX | Tags:

2024

2.
Agricultural Innovations CDE: Preparing Students for Agriculture 4.0

Lily Oliphant

Agricultural Innovations CDE: Preparing Students for Agriculture 4.0 Journal Article

In: NAAE The Agricultural Education Magazine, vol. 97, no. 3, pp. 43–45, 2024.

Links | BibTeX | Tags:

3.
Synthetic meets authentic: Leveraging LLM generated datasets for YOLO11 and YOLOv10-based apple detection through machine vision sensors

Ranjan Sapkota; Zhichao Meng; Manoj Karkee

Synthetic meets authentic: Leveraging LLM generated datasets for YOLO11 and YOLOv10-based apple detection through machine vision sensors Journal Article

In: Smart Agricultural Technology, vol. 9, pp. 100614, 2024, ISSN: 2772-3755.

Abstract | Links | BibTeX | Tags:

4.
Sensitivity of snow magnitude and duration to hydrology model parameters

Bhupinderjeet Singh; Tanvir Ferdousi; John T. Abatzoglou; Samarth Swarup; Jennifer C. Adam; Kirti Rajagopalan

Sensitivity of snow magnitude and duration to hydrology model parameters Journal Article

In: Journal of Hydrology, vol. 645, pp. 132193, 2024, ISSN: 0022-1694.

Abstract | Links | BibTeX | Tags: AI, Water

5.
Self-attention-based Diffusion Model for Time-series Imputation

Mohammad Rafid Ul Islam; Prasad Tadepalli; Alan Fern

Self-attention-based Diffusion Model for Time-series Imputation Journal Article

In: Proceedings of the AAAI Symposium Series, vol. 4, no. 1, pp. 424–431, 2024, ISSN: 2994-4317, (Number: 1).

Abstract | Links | BibTeX | Tags:

6.
Zero-Shot Automatic Annotation and Instance Segmentation using LLM-Generated Datasets: Eliminating Field Imaging and Manual Annotation for Deep Learning Model Development

Ranjan Sapkota; Achyut Paudel; Manoj Karkee

Zero-Shot Automatic Annotation and Instance Segmentation using LLM-Generated Datasets: Eliminating Field Imaging and Manual Annotation for Deep Learning Model Development Miscellaneous

2024, (arXiv:2411.11285).

Abstract | Links | BibTeX | Tags: Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition

7.
Earlier planting in a future climate fails to replicate historical production conditions for US spring wheat.

Supriya Savalkar; Michael Pumphrey; Kimberly Campbell; Fabio Scarpare; Tanvir Ferdousi; Samarth Swarup; Claudio Stöckle; Kirti Rajagopalan

Earlier planting in a future climate fails to replicate historical production conditions for US spring wheat. Journal Article

In: 2024, (ISSN: 2693-5015).

Abstract | Links | BibTeX | Tags:

8.
Edge compute algorithm enabled localized crop physiology sensing system for apple (textitMalus domestica Borkh.) crop water stress monitoring

Basavaraj R. Amogi; Nisit Pukrongta; Lav R. Khot; Bernardita V. Sallato

Edge compute algorithm enabled localized crop physiology sensing system for apple (textitMalus domestica Borkh.) crop water stress monitoring Journal Article

In: Computers and Electronics in Agriculture, vol. 224, pp. 109137, 2024, ISSN: 0168-1699.

Abstract | Links | BibTeX | Tags: AI, Farm Ops

9.
Comparing YOLOv8 and Mask R-CNN for instance segmentation in complex orchard environments

Ranjan Sapkota; Dawood Ahmed; Manoj Karkee

Comparing YOLOv8 and Mask R-CNN for instance segmentation in complex orchard environments Journal Article

In: Artificial Intelligence in Agriculture, vol. 13, pp. 84–99, 2024, ISSN: 2589-7217.

Abstract | Links | BibTeX | Tags: Artificial intelligence, Automation, Deep learning, Machine Learning, Machine vision, Mask R-CNN, Robotics, YOLOv8

10.
Slicing-Aided Hyper Inference for Enhanced Fruit Bud Detection and Counting in Apple Orchards during Dormant Season

Dawood Ahmed, Ranjan Sapkota, Martin Churuvija, Matthew Whiting, Manoj Karkee

Slicing-Aided Hyper Inference for Enhanced Fruit Bud Detection and Counting in Apple Orchards during Dormant Season Proceedings Article

In: ASABE, 2024.

Abstract | Links | BibTeX | Tags:

82 entries « 1 of 9 »

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